DocumentCode :
148131
Title :
Blind separation of sources with finite rate of innovation
Author :
Porter, Richard ; Tadic, Vladislav ; Achim, Alin
Author_Institution :
Univ. of Bristol, Bristol, UK
fYear :
2014
fDate :
1-5 Sept. 2014
Firstpage :
136
Lastpage :
140
Abstract :
We propose a method for recovering the parameters of periodic signals with finite rate of innovation sampled using a raised cosine pulse. We show that the proposed method exhibits the same numerical stability as existing methods of its type, and we investigate the effect of oversampling on the performance of our method in the presence of noise. Our method can also be applied to non-periodic signals and we assess the efficacy of signal recovery in this case. Finally, we show that the problem of cochannel QPSK signal separation can be converted into a general finite rate of innovation framework, and we test the effectiveness of this approach.
Keywords :
blind source separation; quadrature phase shift keying; blind source separation; cochannel QPSK signal separation; cosine pulse; nonperiodic signals; signal recovery; Educational institutions; Kernel; Noise; Numerical stability; Phase shift keying; Source separation; Technological innovation; Finite Rate of Innovation; QPSK; Raised Cosine; Signal Separation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location :
Lisbon
Type :
conf
Filename :
6952006
Link To Document :
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